@inproceedings{william-lithgow-serrano-etal-2025-causal, title = "Causal Understanding by {LLM}s: The Role of Uncertainty", author = "William Lithgow-Serrano, Oscar and Kanjirangat, Vani and Antonucci, Alessandro", editor = "Noidea, Noidea", booktitle = "Proceedings of the 2nd Workshop on Uncertainty-Aware NLP (UncertaiNLP 2025)", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.uncertainlp-main.19/", pages = "208--228", ISBN = "979-8-89176-349-4" }